Mailchimp → Looker
AI-first ETL from Mailchimp into Looker. Governed entities, incremental sync, typed landing tables.
How Datrise loads Mailchimp into Looker
Datrise syncs Mailchimp's audiences, campaigns, automations, subscribers, and engagement metrics into Looker as governed warehouse tables with LookML-ready naming. Flexible or custom fields land in flattened columns (nested fields expanded for modeling), and timestamps such as created, updated, and status changes are typed as date/time dimension columns.
Sync is incremental: Datrise uses incremental refresh of the underlying warehouse tables Looker explores, so re-runs update only what changed. Date-partitioned fact tables for PDT performance. Looker models live in LookML on top of SQL, so Datrise lands clean, stable column names rather than churn that would break your views.
Ideal for governed, version-controlled BI on a warehouse.
Endpoints
Mailchimp: Email marketing platform with audiences and campaign analytics.
Looker: Google Cloud BI with LookML semantic models and governed dashboards.
How Mailchimp entities map to Looker
| Mailchimp entity | Looker object | Notes |
|---|---|---|
| audiences | mailchimp_audiences | id PK · custom fields → flattened columns (nested fields expanded for modeling) |
| campaigns | mailchimp_campaigns | id PK · linked to mailchimp_audiences |
| automations | mailchimp_automations | id PK · linked to mailchimp_audiences |
| subscribers | mailchimp_subscribers | id PK · linked to mailchimp_audiences |
FAQ
How does Datrise handle Mailchimp's custom fields in Looker?
Flexible values are stored as flattened columns (nested fields expanded for modeling), so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Looker types.
How does the Mailchimp to Looker sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the underlying warehouse tables Looker explores.
Related pipelines
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